Fully automated 2D-3D registration and verification

Medical Image Analysis

Volumn 26, Issue 1, 2015, Pages 108-119

  Varnavas, Andreas ^a   Carrell, Tom ^a,b   Penney, Graeme ^a  

^a ST THOMAS HOSPITAL   (United Kingdom)

^b KING'S COLLEGE LONDON   (United Kingdom)

Author keywords

2D 3D Registration; Hough transform; Registration verification

Indexed keywords

COMPUTERIZED TOMOGRAPHY; FEATURE EXTRACTION; FLUORESCENT SCREENS; HOUGH TRANSFORMS;

2-D-3-D REGISTRATION; CLINICAL APPLICATION; CLINICAL PROCEDURE; FLUOROSCOPY IMAGES; HUMAN INTERACTIONS; NOVEL TECHNIQUES; RESULT VERIFICATIONS; SIMILARITY MEASURE;

AUTOMATION;

ARTICLE; COMPUTER ASSISTED TOMOGRAPHY; FLUOROSCOPY; GOLD STANDARD; IMAGE ANALYSIS; IMAGE PROCESSING; IMAGE QUALITY; PRIORITY JOURNAL; VERTEBRA; ALGORITHM; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; EVALUATION STUDY; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; MULTIMODAL IMAGING; PROCEDURES; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING; THREE DIMENSIONAL IMAGING; VALIDATION STUDY;

ALGORITHMS; IMAGING, THREE-DIMENSIONAL; MULTIMODAL IMAGING; PATTERN RECOGNITION, AUTOMATED; RADIOGRAPHIC IMAGE ENHANCEMENT; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUBTRACTION TECHNIQUE; TOMOGRAPHY, X-RAY COMPUTED;

EID: 84942063053     PISSN: 13618415     EISSN: 13618423     Source Type: Journal    
DOI: 10.1016/j.media.2015.08.005     Document Type: Article

References (25)

1. Ballard D.H. Generalizing the hough transform to detect arbitrary shapes. Patt. Recogn. 1981, 13(2):111-122.
2. van der Bom M.J., Bartels L.W., Viergever M.A., Pluim J.P.W. Robust initialization of 2D-3D image registration using the projection-slice theorem and phase correlation. Med. Phys. 2010, 37(4):1884-1892.
3. Chintalapani G., Chinnadurai P. Role of 3D/3D and 2D/3D registration in computer-assisted stenting aneurysms. Proceedings of the MICCAI-STENT, 2012 2012, 112-121. D. Lee, R. Unal (Eds.).
4. Cortes C., Vapnic V. Support-vector networks. Mach. Learning 1995, 20:273-297.
5. Gendrin C., Furtado H., Weber C., Bloch C., Figl M., Pawiro S.A., Bergmann H., Stock M., Fichtinger G., Georg D., Birkfellner W. Monitoring tumor motion by real time 2D/3D registration during radiotherapy. Radiotherapy Oncol. 2012, 102:274-280.
6. Gendrin C., Markelj P., Pawiro S.A., Spoerk J., Bloch C., Weber C., Figl M., Bergmann H., Birkfellner W., Likar B., Pernus F. Validation for 2D/3D registration. II: the comparison of intensity- and gradient-based merit functions using a new gold standard data set. Med. Phys. 2011, 38(3):1491-1502.
7. Gong R.H., Guler O., Kurkluoglu M., Lovejoy J., Yaniv Z. Interactive initialization of 2D/3D rigid registration. Med. Phys. 2013, 40(12):121911.
8. Hamadeh A., Lavallee S., Cinquin P. Automated 3-dimensional computed tomographic and fluoroscopic image registration. Comput. Aided Surg. 1998, 3(1):11-19.
9. Kittler J., Hatef M., Duin R.P.W., Matas J. On combining classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 1998, 20(3):226-239.
10. Kovesi P. Phase congruency detects corners and edges. The Australian Pattern Recognition Society Conference: DICTA 2003 2003, 309-318.
11. Livyatan H., Yaniv Z., Joskowicz L. Gradient-based 2-D/3-D rigid registration of fluoroscopic X-ray to CT. IEEE Trans. Med. Imaging 2003, 22(11):1395-1406.
12. Markelj P., Tomaževič D., Likar B., Pernuš F. A review of 3D/2D registration methods for image-guided interventions. Med. Image Anal. 2012, 16(3):642-661.
13. Otake Y., Armand M., Armiger R., Kutzer M.D., Basafa E., Kazanzides P., Taylor R.H. Intraoperative image-based multiview 2D/3D registration for image-guided orthopaedic surgery: incorporation of fiducial-based C-arm tracking and GPU-acceleration. IEEE Trans. Med. Imaging 2012, 31(4):948-962.
14. Otake Y., Schafer S., Stayman J.W., Zbijewski W., Kleinszig G., Graumann R., Khanna A.J., Siewerdsen J.H. Automatic Localization of Vertebral Levels in X-Ray Fluoroscopy Using 3D-2D Registration: A Tool to Reduce Wrong-Site Surgery. Phys. Med. Biol. 2012, 57(17):5485-5508.
15. Otake Y., Wang A.S., Stayman J.W., Uneri A., Kleinszig G., Vogt S., Khanna A.J., L.G.Z., Siewerdsen J.H. Robust 3D-2D image registration: application to spine interventions and vertebral labeling in the presence of anatomical deformation. Phys. Med. Biol. 2013, 58:8535-8553.
16. Penney, G. P. (Ed.), 2000. Registration of Tomographic Images to X-ray Projections for Use in Image Guided Interventions. Doctoral Thesis. pp. 158--159.
17. Penney G.P., Varnavas A., Dastur N., Carrell T. An image-guided surgery system to aid endovascular treatment of complex aortic aneurysms: description and initial clinical experience. Information Processing in Computer-Assisted Interventions 2011, 13-24. Springer.
18. Penney G.P., Weese J., Batchelor P.G., Hill D.L.G., Hawkes D.J. Validation of a two- to three-dimensional registration algorithm for aligning preoperative CT images and intraoperative fluoroscopy images. Med. Phys. 2001, 28(6):1024-1032.
19. Rossitti S., Pfister M. 3D Road-mapping in the Endovascular Treatment of Cerebral Aneurysms and Arteriovenous Malformations. Interventional Neuroradiology 2009, 15:283-290.
20. Ruijters D., Homan R., Mielekamp P., van de Haar P., Babic D. Validation of 3D multimodality roadmapping in interventional neuroradiology. Phys. Med. Biol. 2011, 56:5335-5354.
21. Tomaževič D., Likar B., Pernuš F. "Gold Standard" 2D/3D Registration of X-Ray to CT and MR Images. Medical Imaging Computing and Computer-Assisted Intervention-MICCAI '02 2002, 461-468.
22. Tomaževič D., Likar B., Slivnik T., Pernuš F. 3-D/2-D registration of CT and MR to X-ray images. IEEE Trans. Med. Imaging 2003, 22(11):1407-1416.
23. Varnavas A., Carrell T., Penney G.P. Increasing the automation of a 2D-3D registration system. IEEE Trans. Med. Imaging 2013, 32(2):387-399.
24. Wang J., Borsdorf A., Heigl B., Köhler T., Hornegger J. Gradient-based differential approach for 3-D motion compensation in interventional 2-D/3-D image fusion. 2nd International Conference on 3D Vision (3DV), 2014 2014, 293-300.
25. Weese J., Penney G.P., Desmedt P., Buzug T.M., Hill D.L.G., Hawkes D.J. Voxel-based 2-D/3-D registration of fluoroscopy images and CT scans for image-guided surgery. IEEE Trans. Informat. Technol. Biomed. 1997, 1(4):284-293.